CVE-2026-18941
Received Received - Intake

Feast Remote Code Execution via Default No-Auth Configuration

Vulnerability report for CVE-2026-18941, including description, CVSS score, EPSS score, affected products, exploitability, helpful resources, and attack-flow context.

Publication date: 2026-08-10

Last updated on: 2026-08-10

Assigner: Red Hat, Inc.

Description

A flaw was found in Feast and feast-operator. The default configuration for both the Feast SDK and the feast-operator is "no_auth," meaning no security manager is installed. This default allows unauthenticated and unauthorized access to feature-server, registry-server, and offline-server endpoints. A remote attacker, by exploiting this missing authentication, could achieve remote code execution (RCE) by storing a malicious User-Defined Function (UDF) on the feature-server, trigger a denial of service (DoS) by forcing re-materialization of all tenant features, and gain unauthorized access to cross-tenant data.

CVSS Scores

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Meta Information

Published
2026-08-10
Last Modified
2026-08-10
Generated
2026-08-11
AI Q&A
2026-08-11
EPSS Evaluated
N/A
NVD

Affected Vendors & Products

Showing 2 associated CPEs
Vendor Product Version / Range
feast feast *
feast feast_operator *

Helpful Resources

Exploitability

CWE
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KEV
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CWE ID Description
CWE-306 The product does not perform any authentication for functionality that requires a provable user identity or consumes a significant amount of resources.

Attack-Flow Graph

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Executive Summary

This vulnerability is in Feast and feast-operator where the default configuration 'no_auth' lacks authentication. This allows unauthenticated access to feature-server, registry-server, and offline-server endpoints. Attackers can exploit this to execute remote code, cause denial of service by forcing feature re-materialization, or access cross-tenant data.

Detection Guidance

Check if Feast services (feature-server, registry-server, offline-server) are running with default 'no_auth' configuration. Inspect network traffic for unauthenticated access attempts to these endpoints. Review logs for suspicious UDF storage or cross-tenant data access patterns.

Impact Analysis

If you use Feast or feast-operator with default settings, attackers could gain unauthorized access to your servers, execute malicious code remotely, disrupt services by causing excessive resource usage, or steal sensitive data from other tenants sharing the system.

Compliance Impact

This vulnerability likely violates compliance requirements for data protection and access control. GDPR requires strong authentication and data protection measures, while HIPAA mandates strict access controls for sensitive health data. The lack of authentication here could lead to unauthorized data exposure or breaches.

Mitigation Strategies

Enable authentication by configuring a security manager for Feast services. Restrict network access to feature-server, registry-server, and offline-server endpoints. Monitor for unauthorized UDF storage or cross-tenant data access. Update to a patched version if available.

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